Hadoop++: The overall goal of Hadoop++ project is to improve Hadoop's performance for analytical queries. Results show an improvement of Hadoop++ over Hadoop by up to a factor of 18. We are currently investigating the impact of a number of other optimizations techniques, such as the data layouts organization.